Scikit-learn 1.9.1 released in September 2026 with Python 3.15 support, featuring fixes for Array API classification metrics, metadata routing in meta-estimators and pipelines, callback pickling issues, and various bug fixes across clustering, datasets, discriminant analysis, and other modules.